Shengzhuang Chen
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
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Research topics
Keywords
representation learning
(1)
continual learning
(1)
benchmark evaluation
(1)
vision transformer
(1)
domain adaptation
(1)
object recognition
(1)
subpopulation shift
(1)
model editing
(1)
instruction tuning
(1)
sparsity pattern
(1)
pre-trained model
(1)
energy-based model
(1)
out-of-distribution detection
(1)
mixture of expert
(1)
uncertainty estimation
(1)
vision foundation model
(1)
sparse parameter
(1)
few-shot generalization
(1)
domain specialization
(1)
sparse mixture-of-experts
(1)
Papers
Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts
ACL 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models
ICLR 2025
Learning Where to Edit Vision Transformers
NeurIPS 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts
ICML 2024
Secure Out-of-Distribution Task Generalization with Energy-Based Models
NeurIPS 2023